COVID-19 in Italy. Visuals

(alternatively, see results and code together here)

 

Data source: this GitHubi page

Authors and sources mentioned: Editore/Autore del dataset: Dipartimento della Protezione Civile. Categoria ISO 19115: Salute. Dati forniti dal Ministero della Salute.

Regional data files (Dati per Regione):
  • Struttura file giornaliero: dpc-covid19-ita-regioni-yyyymmdd.csv (dpc-covid19-ita-regioni-20200224.csv)
  • File complessivo: dpc-covid19-ita-regioni.csv
  • File ultimi dati (latest): dpc-covid19-ita-regioni-latest.csv

 

Out[4]:

Currently data as of date: 2020-12-27T17:00:00

 

What's in the original dataframe?

Out[5]:

All column names: ['data', 'stato', 'codice_regione', 'denominazione_regione', 'lat', 'long', 'ricoverati_con_sintomi', 'terapia_intensiva', 'totale_ospedalizzati', 'isolamento_domiciliare', 'totale_positivi', 'variazione_totale_positivi', 'nuovi_positivi', 'dimessi_guariti', 'deceduti', 'casi_da_sospetto_diagnostico', 'casi_da_screening', 'totale_casi', 'tamponi', 'casi_testati', 'note', 'ingressi_terapia_intensiva', 'note_test', 'note_casi']

Out[6]:
data stato codice_regione denominazione_regione lat long ricoverati_con_sintomi terapia_intensiva totale_ospedalizzati isolamento_domiciliare ... deceduti casi_da_sospetto_diagnostico casi_da_screening totale_casi tamponi casi_testati note ingressi_terapia_intensiva note_test note_casi
6463 2020-12-27T17:00:00 ITA 19 Sicilia 38.115697 13.362357 1027 174 1201 31966 ... 2298 NaN NaN 89616 1188827 793985.0 NaN 14.0 NaN NaN
6464 2020-12-27T17:00:00 ITA 9 Toscana 43.769231 11.255889 847 165 1012 9788 ... 3588 NaN NaN 118784 1849528 1050691.0 NaN 4.0 Positivi diagnosticati solo con test antigenic... NaN
6465 2020-12-27T17:00:00 ITA 10 Umbria 43.106758 12.388247 260 36 296 3257 ... 604 NaN NaN 28064 492558 249041.0 NaN 5.0 NaN NaN
6466 2020-12-27T17:00:00 ITA 2 Valle d'Aosta 45.737503 7.320149 83 2 85 347 ... 374 NaN NaN 7181 61613 37039.0 NaN 0.0 NaN NaN
6467 2020-12-27T17:00:00 ITA 5 Veneto 45.434905 12.338452 2626 360 2986 87035 ... 6038 NaN NaN 240652 3232475 1196750.0 NaN 21.0 NaN NaN

5 rows × 24 columns

 

Variable names to English and their explanation

  • HospWithSymptoms : Currently hospitalized patients with symptoms
  • IC : Intensive care
  • HospTotal: Total number of currently hospitalized patients
  • AtHome : Currently at home confinement
  • CurrentlyPositive : Total amount of current positive cases (Hospitalised patients + Home confinement)
  • NewPositives : New amount of positive cases (Actual total amount of current positive cases - total amount of current positive cases of the previous day)
  • TotalCases : Total amount of positive cases
  • NoOfTests : Tests performed
Out[7]:
Date Region Lat Long HospWithSymptoms IC HospTotal AtHome CurrentlyPositive VariationOfPositives ... Diagnostico Screening TotalCases NoOfTests casi_testati note ingr_ter_intens note_test note_casi Pop
Date
2020-12-23 2020-12-23 Veneto 45.434905 12.338452 2660 350 3010 100316 103326 748 ... NaN NaN 225945 3165214 1177012.0 Nei valori riportati per le terapie intensive ... 36.0 NaN NaN 4905854
2020-12-24 2020-12-24 Veneto 45.434905 12.338452 2630 351 2981 101041 104022 696 ... NaN NaN 229782 3188128 1183080.0 NaN 30.0 NaN NaN 4905854
2020-12-25 2020-12-25 Veneto 45.434905 12.338452 2582 346 2928 84457 87385 -16637 ... NaN NaN 234792 3201904 1187079.0 Nei valori riportati per le terapie intensive ... 36.0 NaN NaN 4905854
2020-12-26 2020-12-26 Veneto 45.434905 12.338452 2589 355 2944 85898 88842 1457 ... NaN NaN 237315 3219624 1192654.0 Nei valori riportati per le terapie intensive ... 28.0 NaN NaN 4905854
2020-12-27 2020-12-27 Veneto 45.434905 12.338452 2626 360 2986 87035 90021 1179 ... NaN NaN 240652 3232475 1196750.0 NaN 21.0 NaN NaN 4905854

5 rows × 23 columns

 

daily numbers & moving averages (MA)

(double click and click on legend to select one or multiple regions in the graph)

 

All regions together